Machine learning-based CT texture analysis in the differentiation of testicular masses.

Journal: Frontiers in oncology
Published Date: Jan 16, 2024

Abstract

PURPOSE: To evaluate the ability of texture features for distinguishing between benign and malignant testicular masses, and furthermore, for identifying primary testicular lymphoma in malignant tumors and identifying seminoma in testicular germ cell tumors, respectively.

Authors

  • Can Hu
    Department of Urology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.
  • Xiaomeng Qiao
    Department of Radiology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.
  • Zhenyu Xu
    Department of Urology, The Affiliated Hospital of Nanjing University of Traditional Chinese Medicine: Traditional Chinese Medicine Hospital of Kunshan, Kunshan, China.
  • Zhiyu Zhang
    Department of Urology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.
  • Xuefeng Zhang
    Department of Urology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China.

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